Pretraining LLMs

Instructors: Lucy Park +1 more

What you'll learn

  •   Gain in-depth knowledge of pretraining an LLM, covering data preparation, model configuration, and performance assessment.
  •   Explore model architecture options, including modifying Meta’s Llama models for various sizes and initializing weights randomly or from other models.
  •   Learn innovative pretraining techniques like Depth Upscaling, which can reduce training costs by up to 70%.
  • Skills you'll practice

  •   Data Cleansing
  •   PyTorch (Machine Learning Library)
  •   System Configuration
  •   Data Processing
  •   Large Language Modeling
  •   Generative AI
  •   Performance Testing
  •   Deep Learning
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